Título :	Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part I
Tipo de documento:	documento electrónico
Autores:	Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P.,
Mención de edición:	1 ed.
Editorial:	Singapore [Malasya] : Springer
Fecha de publicación:	2021
Número de páginas:	XXII, 517 p. 227 ilustraciones, 169 ilustraciones en color.
ISBN/ISSN/DL:	978-981-1610868--
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Procesamiento de imágenes  Visión por computador  Inteligencia artificial  Software de la aplicacion  Protección de datos  Imágenes por computadora  visión  reconocimiento de patrones y gráficos  Aplicaciones informáticas y de sistemas de información  Seguridad de datos e información  Computadoras y Educación
Índice Dewey:	6
Resumen:	Este conjunto de tres volúmenes (CCIS 1376-1378) constituye las actas arbitradas de la Quinta Conferencia Internacional sobre Visión por Computador y Procesamiento de Imágenes, CVIP 2020, celebrada en Prayagraj, India, en diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia fue realizado parcialmente en línea. Los 134 artículos fueron cuidadosamente revisados ​​y seleccionados entre 352 presentaciones. Los artículos presentan investigaciones recientes sobre temas como biometría, ciencia forense, protección de contenido, mejora/superresolución/restauración de imágenes, movimiento y seguimiento, recuperación de imágenes o videos, procesamiento de imágenes/videos para vehículos autónomos, comprensión de escenas de video, interacción con computadora, análisis de imágenes de documentos, reconocimiento de rostros, iris, emociones, lenguaje de señas y gestos, procesamiento de imágenes/videos en 3D, detección/reconocimiento de acciones y eventos, análisis de imágenes y videos médicos, análisis de la GAIT humana basada en la visión, teledetección y más .
Nota de contenido:	An Approach for Fraction of Vegetation Cover Estimation in Forest Above-Ground Biomass Assessment Using Sentinel-2 Images -- Dynamic Multimodal Biometric System -- Copy-Move Image Forgery Detection using Spatio-structured SIFT Algorithm -- F-UNet: A Modified U-Net Architecture For Segmentation Of Stroke Lesion -- Radial Cumulative Frequency Distribution: A New Imaging Signature to Detect Chromosomal Arms 1p/19q Co-deletion Status in Glioma -- CT Scan Transformation from a Sharp to a Soft Reconstruction Kernel using Filtering Techniques -- Development of an Automated Monitoring and Warning System for Landslide Prone Sites -- Deep neural network for Pneumonia detection using Chest X-rays -- Handwriting Recognition on Filled-in Forms Using CNN -- A Two Side Histogram Shifting Based Reversible Data Hiding Technique In Encrypted Images -- Security of Digital Images Based on Stream Cipher and MDS Matrix -- Retinal Vessel Segmentation using JointRelative Entropy Thresholding on Bowler Hat Transform -- Semantic segmentation of nuclei from breast histopathological images by incorporating attention in U-Net -- Automated diagnosis of COVID-19 from CT scans based on concatenation of Mobilenetv2 and ResNet50 features -- An Ensemble Method for Efficient Classification of Skin Lesion from Dermoscopy Image -- A Two-Phase Splitting Approach for the Removal of Gaussian-Impulse Noise from Hyperspectral Images -- Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection -- Multi-stream CNN For Face Anti-Spoofing Using Color Space Analysis -- Multi-focus fusion using image matting and geometric mean of DCT-Variance -- Deep learning based lens for mitigating hospital acquired infections -- Edge detection on medical images using intuitionistic fuzzy logic -- Border to border distance based method for detecting Juxta-pleural nodules -- Appearance-invariant Entry-Exit matching using visual soft biometric traits -- A Nonlocal Spatial Coherent Fuzzy C-means Clustering for Bias Field Correction in Brain MR Images -- Securing Biometric Data over Cloud via Shamir's Secret Sharing -- DarkGAN: Night Image Enhancement using Generative Adversarial Networks -- Cancelable Biometric Template Generation using Convolutional Autoencoder -- A Novel method for Cephalometric Landmark Regression using Convolutional Neural Networks and Local Binary Pattern -- Multi-Class Glioma Classification From MRI Images Using 3D Convolutional Neural Networks -- Accounting for Demographic Differentials in Forensic Error Rate Assessment of Latent Prints via Covariate-Specific ROC Regression -- A Semi-supervised Generative Adversarial Network for Retinal Analysis from Fundus images -- A Graph Spectral Approach for Restoring Images Corrupted by Shot-noise -- ECASR: Efficient Channel Attention based Super-Resolution -- Transfer Learning Based COVID-19 Patient Classification -- Automated Scoring of Metaphase Cell Images and Identification of Dicentric Chromosomes -- Clustering of writers and cluster dependent classifier selection for offline signature verification -- Evaluation of Auto-encoder Network with Photoacoustic Signal for Unsupervised Classification of Prostate Cancer -- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach -- SigVer – A Deep Learning based Writer Independent Bangla Signature Verification System -- Colorectal Cancer Segmentation using Atrous Convolution and Residual Enhanced UNet -- Deep Learning Based Detection of Rhinoceros Beetle Infestation in Coconut Trees using Drone Imagery -- Crop Classification From UAV-Based Multi-Spectral Images Using Deep Learning -- A novel Face Print Spoof Detection using color scatter measures in HSI space -- FingerPIN: An Authentication Mechanism Integrating Fingerprints and Personal Identification Numbers.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part I [documento electrónico] / Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P.,  . -  1 ed.  . - Singapore [Malasya] : Springer, 2021 . - XXII, 517 p. 227 ilustraciones, 169 ilustraciones en color.
ISBN : 978-981-1610868--
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Procesamiento de imágenes  Visión por computador  Inteligencia artificial  Software de la aplicacion  Protección de datos  Imágenes por computadora  visión  reconocimiento de patrones y gráficos  Aplicaciones informáticas y de sistemas de información  Seguridad de datos e información  Computadoras y Educación
Índice Dewey:	6
Resumen:	Este conjunto de tres volúmenes (CCIS 1376-1378) constituye las actas arbitradas de la Quinta Conferencia Internacional sobre Visión por Computador y Procesamiento de Imágenes, CVIP 2020, celebrada en Prayagraj, India, en diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia fue realizado parcialmente en línea. Los 134 artículos fueron cuidadosamente revisados ​​y seleccionados entre 352 presentaciones. Los artículos presentan investigaciones recientes sobre temas como biometría, ciencia forense, protección de contenido, mejora/superresolución/restauración de imágenes, movimiento y seguimiento, recuperación de imágenes o videos, procesamiento de imágenes/videos para vehículos autónomos, comprensión de escenas de video, interacción con computadora, análisis de imágenes de documentos, reconocimiento de rostros, iris, emociones, lenguaje de señas y gestos, procesamiento de imágenes/videos en 3D, detección/reconocimiento de acciones y eventos, análisis de imágenes y videos médicos, análisis de la GAIT humana basada en la visión, teledetección y más .
Nota de contenido:	An Approach for Fraction of Vegetation Cover Estimation in Forest Above-Ground Biomass Assessment Using Sentinel-2 Images -- Dynamic Multimodal Biometric System -- Copy-Move Image Forgery Detection using Spatio-structured SIFT Algorithm -- F-UNet: A Modified U-Net Architecture For Segmentation Of Stroke Lesion -- Radial Cumulative Frequency Distribution: A New Imaging Signature to Detect Chromosomal Arms 1p/19q Co-deletion Status in Glioma -- CT Scan Transformation from a Sharp to a Soft Reconstruction Kernel using Filtering Techniques -- Development of an Automated Monitoring and Warning System for Landslide Prone Sites -- Deep neural network for Pneumonia detection using Chest X-rays -- Handwriting Recognition on Filled-in Forms Using CNN -- A Two Side Histogram Shifting Based Reversible Data Hiding Technique In Encrypted Images -- Security of Digital Images Based on Stream Cipher and MDS Matrix -- Retinal Vessel Segmentation using JointRelative Entropy Thresholding on Bowler Hat Transform -- Semantic segmentation of nuclei from breast histopathological images by incorporating attention in U-Net -- Automated diagnosis of COVID-19 from CT scans based on concatenation of Mobilenetv2 and ResNet50 features -- An Ensemble Method for Efficient Classification of Skin Lesion from Dermoscopy Image -- A Two-Phase Splitting Approach for the Removal of Gaussian-Impulse Noise from Hyperspectral Images -- Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection -- Multi-stream CNN For Face Anti-Spoofing Using Color Space Analysis -- Multi-focus fusion using image matting and geometric mean of DCT-Variance -- Deep learning based lens for mitigating hospital acquired infections -- Edge detection on medical images using intuitionistic fuzzy logic -- Border to border distance based method for detecting Juxta-pleural nodules -- Appearance-invariant Entry-Exit matching using visual soft biometric traits -- A Nonlocal Spatial Coherent Fuzzy C-means Clustering for Bias Field Correction in Brain MR Images -- Securing Biometric Data over Cloud via Shamir's Secret Sharing -- DarkGAN: Night Image Enhancement using Generative Adversarial Networks -- Cancelable Biometric Template Generation using Convolutional Autoencoder -- A Novel method for Cephalometric Landmark Regression using Convolutional Neural Networks and Local Binary Pattern -- Multi-Class Glioma Classification From MRI Images Using 3D Convolutional Neural Networks -- Accounting for Demographic Differentials in Forensic Error Rate Assessment of Latent Prints via Covariate-Specific ROC Regression -- A Semi-supervised Generative Adversarial Network for Retinal Analysis from Fundus images -- A Graph Spectral Approach for Restoring Images Corrupted by Shot-noise -- ECASR: Efficient Channel Attention based Super-Resolution -- Transfer Learning Based COVID-19 Patient Classification -- Automated Scoring of Metaphase Cell Images and Identification of Dicentric Chromosomes -- Clustering of writers and cluster dependent classifier selection for offline signature verification -- Evaluation of Auto-encoder Network with Photoacoustic Signal for Unsupervised Classification of Prostate Cancer -- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach -- SigVer – A Deep Learning based Writer Independent Bangla Signature Verification System -- Colorectal Cancer Segmentation using Atrous Convolution and Residual Enhanced UNet -- Deep Learning Based Detection of Rhinoceros Beetle Infestation in Coconut Trees using Drone Imagery -- Crop Classification From UAV-Based Multi-Spectral Images Using Deep Learning -- A novel Face Print Spoof Detection using color scatter measures in HSI space -- FingerPIN: An Authentication Mechanism Integrating Fingerprints and Personal Identification Numbers.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i